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Case studies - Data Science

See how we produce optimal AI solutions for our clients.

iconData Science
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Transforming Complex Medical Data into Clinical Insights with Jackalope

Jackalope transforms complex medical data into OMOP CDM and SNOMED Clinical Terms (CT) standardized formats. This enables healthcare providers, practitioners, and scientists to effectively use real-world medical data for research and delivering enhanced patient care.

iconHealthcare
iconData Science
iconAI / ML
AI-Powered Claim Denial Management System in Healthcare

Our product brings a new healthcare claims management approach with AI-driven capabilities. It streamlines claim processing and reduces denials, improving efficiency and financial outcomes for healthcare providers.

iconHealthcare
iconComputer Vision
iconAI / ML
iconNLP
iconData Science
RxNorm Extension: tool to standardize source drug data using OMOP CDM

The RxNorm Extension, our innovative product, transforms drug data management by seamlessly integrating international drug classifications and historical data into the OMOP ecosystem for generating evidence from observational data. Developed with advanced AI and database technologies, this toolset ensures comprehensive standardization and integration of drug data, fulfilling essential healthcare and pharmaceutical sector needs.

iconHealthcare
iconAI / ML
iconData Science
Building a trade prediction model for a trader bot

Nowadays we see the importance of new digital tech in changing how the world trades. These modern tools are giving traders a big leg up, helping them deal with and succeed in a world that's getting more complicated to do business in. Our client requested us to create an actionable AI-backed tool that would analyze traders’ behavior on the market with high operational efficiency and prediction accuracy. Read on to discover more about the project.

iconRetail / E-commerce
iconAI / ML
iconData Science
Optimizing Clinical Trial Performance with AWS QuickSight Analytics and Dashboards

In the rapidly evolving healthcare industry, data plays a critical role in improving patient outcomes, optimizing operations, and enhancing overall healthcare delivery. AWS QuickSight, a robust business intelligence and data visualization tool offered by Amazon Web Services (AWS), has emerged as a transformative solution for healthcare organizations seeking to harness the power of data-driven insights.

iconHealthcare
iconData Science
Spec Sheet Processing: Extracting Data from Semi-Structured Documents

Natural Language Processing (NLP) and Machine Learning (ML) are two of the most prominent forms of artificial intelligence today that have revolutionized countless industries. They exist in every industry that helps people interact with computers and make our communication with technologies more meaningful. For example, NLP can help make sense of unstructured or semi-structured data from various sources and formats. In this case study, we describe our approach to extracting fields from spec sheets for the manufacturing industry.

iconManufacturing
iconNLP
iconData Science
Recommendation and Classification System for Online Learning Platform

We enhanced the leading European online learning platform with deep learning solution to ensure flawless customer experience. Majority of content watched online comes from recommendations: 80% on Netflix, and 60% on YouTube, as per the research (link to external resource). So one of the popular massive European online learning aggregating platforms opted for a robust recommendation and classification system. Read on to find out how we beat such challenges.

iconEdTech / LMS
iconData Science
iconNLP
Psychopathological Assessment Visualization

When it comes to health, compromises are unacceptable. Clear and timely communication, trust between a patient and a doctor, and correct treatment dynamics explained means a lot. One of our clients had an idea of a web application to facilitate everyone engaged in psychopathology treatment. Read on to discover how we developed this app, considering privacy by default.

iconHealthcare
iconData Science
Personified Blood Test Analysis Solution for Remote Medicine

We designed an ML-powered system for personified lab test results. It boosts the efficiency of physician office laboratories (POLs) and increases the speed of the medical service delivery system. Moreover, the system that we created became a part of a broader telemedical patient care delivery system. Read on to find out how we deal with challenges like this one.

iconHealthcare
iconData Science
iconNLP
Personalized Treatment Prediction

Since the time of Hippocrates clinicians all over the world strive to cure the patient, not the illness. Since a human is a highly organized creature with its features, everyone develops the disease and reacts to medical treatment differently. One of our clients decided to develop a treatment prediction solution based on personalized EHR/EMR data. Check out how our experienced team contributed to this project!

iconHealthcare
iconData Science